We Built an AI Agent That Remembers Every Security Incident So It Doesn't Solve the Same Problem Twice

Every security team has the same quiet frustration: an alert fires, someone spends 40 minutes diagnosing it, fixes it, and moves on. Three weeks later, the exact same type of alert fires again — and t...